Classification, parameter estimation, and state estimation : an engineering approach using MATLAB /
Classification, Parameter Estimation and State Estimation is a practical guide for data analysts and designers of measurement systems and postgraduates students that are interested in advanced measurement systems using MatLab. 'Prtools' is a powerful MatLab toolbox for pattern recognition...
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| Other Authors: | |
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| Format: | eBook |
| Language: | English |
| Published: |
Chichester, West Sussex, Eng. ; Hoboken, NJ :
Wiley,
©2004.
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| Subjects: | |
| Online Access: | CONNECT CONNECT |
Table of Contents:
- Detection and classification
- Parameter estimation
- State estimation
- Supervised learning
- Feature extraction and selection
- Unsupervised learning
- State estimation in practice
- Worked out examples
- Topics selected form functional analysis
- Topics selected from linear algebra and matrix theory
- Probabillity theory
- Discrete-time dynamic systems
- Introduction to PRTools
- MATLAB toolboxes used.
